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CICI: CE: Improving the Security of a Science DMZ

CICI: CE: Improving the Security of a Science DMZ
CICI:CE:提高科学 DMZ 的安全性
批准号:
1739025
负责人:
Matt Bishop
金额:
$73.81万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-10-01 至 2021-09-30

项目摘要

项目成果

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中文摘要
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英文摘要
The term "big science" refers to science that involves massive amounts of data. Moving this data through ordinary networks is very slow, in part because the amount of data is more than ordinary networks are designed to handle, and in part because of the checking that network security mechanisms perform. The "science DMZ" (DeMilitarized Zone) is a special network designed to move massive amounts of data very quickly. The need to do so results in compromises affecting security; checking is done on entry, and only for the first part of the connection. If the connection is suspicious, it is blocked; otherwise, it is allowed through. This project extends the checking by sampling the data in the connection throughout the lifetime of the connection. Then, if something suspicious is detected in the samples, appropriate action can be taken. A second goal of this project is to determine what procedural or technical actions are most effective when malicious flows are detected. The final goal is to determine how to speed up the security analysis so the impact on the throughput is both minimal and acceptable. The overall goal is to secure the science DMZ network without sacrificing speed.More specifically, on a science DMZ, large amounts of data are moved, making it very difficult to secure, so data is sampled only when a connection starts and is analyzed without blocking the connection. If the analysis shows it is malicious, a filter rule is added to the router to drop packets in that connection. This project samples not just at the beginning, but at various times while the connection is active. If something malicious starts during the connection, it can be detected. What to do when suspicious flows are identified is less clear; the project will examine both technical and procedural methods, for example slowing down the flow to where it can be analyzed thoroughly, and then if indeed malicious, provide information to the Chief Information Security Officer?s (CISO) office to enable them to take action. If the flow is not malicious (i.e., a false positive, confirmed by the more detailed analysis), the rate reduction will cease. A key question is how to reduce the time needed for the sampling analysis. Part of this project is to examine how to speed up intrusion detection systems by using GPUs in order to do a quicker analysis.
期刊论文(4)
专著(0)
科研奖励(0)
会议论文
DOI: 10.1145/3442167.3442179
发表时间: 2020
期刊: Proceedings of the 2020 New Security Paradigms Workshop
影响因子: --
作者: [Singer, Abe, Bishop, Matt]
通讯作者: Bishop, Matt
Insider Attack Detection for Science DMZs Using System Performance Data
使用系统性能数据对科学 DMZ 进行内部攻击检测
DOI: 10.1109/cns48642.2020.9162260
发表时间: 2020
期刊: 2020 IEEE Conference on Communications and Network Security (CNS
影响因子: --
作者: [Gegan, Ross, Perry, Brian, Ghosal, Dipak, Bishop, Matt]
通讯作者: Bishop, Matt
Anomaly Detection for Science DMZs Using System Performance Data
使用系统性能数据进行科学 DMZ 异常检测
DOI: 10.1109/icnc47757.2020.9049695
发表时间: 2020
期刊: Networking and Communications
影响因子: --
作者: [Gegan, Ross, Mao, Christina, Ghosal, Dipak, Bishop, Matt, Peisert, Sean]
通讯作者: Peisert, Sean
DOI: 10.1007/978-3-319-99734-6_1
发表时间: 2018
期刊: Proceedings of the 11th IFIP WG 11.8 World Conference on Information Security Education
影响因子: --
作者: [Bishop, Matt]
通讯作者: Bishop, Matt
Collaborative Research: SaTC: EDU: Building an Electronic Voting Technology Inspired Interactive Teaching and Learning Framework for Cybersecurity Education
  • 批准号:
    2011175
  • 项目类别:
    Standard Grant
  • 资助金额:
    $17.0万
  • 财政年份:
    2020
  • 负责人:
    Matt Bishop
  • 依托单位:
SaTc: EDU: Collaborative: An Assessment Driven Approach to Self-Directed Learning in Secure Programming (SecTutor)
  • 批准号:
    1934279
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  • 资助金额:
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    2019
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  • 批准号:
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  • 负责人:
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  • 批准号:
    1550804
  • 项目类别:
    Standard Grant
  • 资助金额:
    $1.0万
  • 财政年份:
    2015
  • 负责人:
    Matt Bishop
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